[R] CART vs. Random Forest

Liaw, Andy andy_liaw at merck.com
Fri Sep 27 01:48:42 CEST 2002


> I suppose we could implement a threshold that could be 
> supplied to predict,
> but then we'd have to work something out for multi-class 
> problems -- several
> different cutpoints, I guess.  It's not a priority for Andy 
> or me right now.

Leo has been working on this for his Version 4.  Thus I see no reason for me
to spend time on it now 8-).  From the alpha code that he sent me, he has
three different ways of thresholding.  They all work after the trees are
grown, so the OOB estimates do not reflect the threshold.  I don't see a
good way to deal with that so far.

Andy


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